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IEEECIT
2010
IEEE
15 years 5 months ago
Interpretation of AADL Behavior Annex into Synchronous Formalism Using SSA
This article focuses on the essence and distinctive features of the AADL behavioral aspects, for which we use the code generation infrastructure of the synchronous modeling enviro...
Yue Ma, Jean-Pierre Talpin, Thierry Gautier
JMLR
2012
13 years 9 months ago
Adaptive MCMC with Bayesian Optimization
This paper proposes a new randomized strategy for adaptive MCMC using Bayesian optimization. This approach applies to nondifferentiable objective functions and trades off explor...
Nimalan Mahendran, Ziyu Wang, Firas Hamze, Nando d...
BPM
2006
Springer
113views Business» more  BPM 2006»
15 years 11 months ago
Process Equivalence: Comparing Two Process Models Based on Observed Behavior
In various application domains there is a desire to compare process models, e.g., to relate an organization-specific process model to a reference model, to find a web service match...
Wil M. P. van der Aalst, Ana Karla A. de Medeiros,...
BMCBI
2006
108views more  BMCBI 2006»
15 years 7 months ago
Gene function classification using Bayesian models with hierarchy-based priors
We investigate the application of hierarchical classification schemes to the annotation of gene function based on several characteristics of protein sequences including phylogenic ...
Babak Shahbaba, Radford M. Neal
BMCBI
2008
139views more  BMCBI 2008»
15 years 7 months ago
The C1C2: A framework for simultaneous model selection and assessment
Background: There has been recent concern regarding the inability of predictive modeling approaches to generalize to new data. Some of the problems can be attributed to improper m...
Martin Eklund, Ola Spjuth, Jarl E. S. Wikberg